developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67267_v5
model_name: chaiml-mn24b-v2preferwi_67267_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T08:24:27+00:00
num_battles: 6228
num_wins: 3077
celo_rating: 1281.79
family_friendly_score: 0.5312
family_friendly_standard_error: 0.007057287864328619
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5466553831740422, 'latency_mean': 1.829182255268097, 'latency_p50': 1.8070363998413086, 'latency_p90': 2.0436117172241213}, {'batch_size': 3, 'throughput': 1.10703241784948, 'latency_mean': 2.6970419919490816, 'latency_p50': 2.6925665140151978, 'latency_p90': 2.9996047973632813}, {'batch_size': 5, 'throughput': 1.415396310909687, 'latency_mean': 3.5215431010723113, 'latency_p50': 3.5454283952713013, 'latency_p90': 4.104215025901794}, {'batch_size': 6, 'throughput': 1.5130968694150144, 'latency_mean': 3.9395655071735383, 'latency_p50': 3.926730751991272, 'latency_p90': 4.417620468139648}, {'batch_size': 8, 'throughput': 1.6550348914586317, 'latency_mean': 4.787908791303635, 'latency_p50': 4.807104825973511, 'latency_p90': 5.395513677597046}, {'batch_size': 10, 'throughput': 1.7399474448676484, 'latency_mean': 5.703444063663483, 'latency_p50': 5.688642501831055, 'latency_p90': 6.470745420455932}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67267_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-25
win_ratio: 0.4940590879897238
generation_params: {'temperature': 0.8, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-67267-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67267-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: Downloaded to shared memory in 44.697s
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyx6nm82h, device:0
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: quantized model in 288.720s
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3 in 333.417s
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v5/nvidia
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-67267-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-67267-v5-mkmlizer completed after 417.5s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67267-v5-mkmlizer
Pipeline stage MKMLizer completed in 417.96s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-67267-v5
Waiting for inference service chaiml-mn24b-v2preferwi-67267-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-67267-v5 ready after 60.425578117370605s
Pipeline stage MKMLDeployer completed in 60.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0844924449920654s
Received healthy response to inference request in 1.886005163192749s
Received healthy response to inference request in 1.8786749839782715s
Received healthy response to inference request in 1.6940314769744873s
Received healthy response to inference request in 1.667536973953247s
5 requests
0 failed requests
5th percentile: 1.6728358745574952
10th percentile: 1.6781347751617433
20th percentile: 1.6887325763702392
30th percentile: 1.7309601783752442
40th percentile: 1.8048175811767577
50th percentile: 1.8786749839782715
60th percentile: 1.8816070556640625
70th percentile: 1.8845391273498535
80th percentile: 1.9257026195526123
90th percentile: 2.005097532272339
95th percentile: 2.0447949886322023
99th percentile: 2.0765529537200926
mean time: 1.842148208618164
Pipeline stage StressChecker completed in 10.62s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.67s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67267_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2767.57s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67267_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67267_v5 status is now torndown due to DeploymentManager action